collections for advanced, novel multi-view clustering methods(papers , codes and datasets)

Clustering / Subspace Clustering Algorithms on MATLAB

Implementing Clustering Algorithms from scratch in MATLAB and Python

A MATLAB library for sparse representation problems

Data Science and Matrix Optimization course

Matlab implementation of multi-view low-rank sparse subspace clustering

Code for the ICPR2020 Oral paper "Subspace Clustering for Action Recognition with Covariance Representations and Temporal Pruning"

A new efficient subspace and K-Means clustering based method to improve Collaborative Filtering

Unsupervised Feature Selection based on Adaptive Similarity Learning and Subspace Clustering

Official Tensorflow Code for the paper "Overcomplete Deep Subspace Clustering Networks" - WACV 2021

Massive Sparse Data Clustering Based on Frequent Items (SIGMOD 2023)

Dual Shared-Specific Multiview Subspace Clustering

Matlab implementation of L0 motivated low-rank sparse subspace clustering

A Nonlinear Orthogonal Non-Negative Matrix Factorization Approach to Subspace Clustering (Pattern Recognition, https://doi.org/10.1016/j.patcog.2018.04.029). Unsupervised kernel learning with manifold regularization applied to clustering of images (face identity recognition) and general UCI datasets: Soybean, Zoo, Glass, Dermatology and Vehicle.

Subspace clustering and coclustering course at the School of Electrical and Computer Engineering (FEEC-UNICAMP)

Subspace Mean and Median Evaluation Toolkit (SuMMET)

MATLAB implementation of CGMSC algorithm.

Matlab code for the Neural Networks 2026 paper "One-step Bipartite Graph Cut: A Normalized Formulation and Its Application to Scalable Subspace Clustering".

A toolbox for Weighted Sparse Simplex Representation (WSSR).

The implementation of GPU-INSCY.